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Shivanand Roy

Why 92% Fail Their New Year Resolutions and How You Won’t in 2024

New year, new you. That’s what they say, right? But how many of us actually stick to our resolutions beyond January? According to a study…

4 min readDec 29, 2023

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Why 92% Fail Their New Year Resolutions and How You Won’t in 2024

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Shivanand Roy

16 Tips for Writing Python Functions that Stand Out

Learn how to write clear and efficient Python functions with these 16 simple tips. Perfect for beginners and experienced programmers alike

5 min readJan 29, 2023

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16 Tips for Writing Python Functions that Stand Out

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Shivanand Roy

KeyPhraseTransformer: Quickly Extract Keyphrases/Topics from Text Documents with T5 Transformer

KeyPhraseTransformer is built on T5 transformer architecture and trained on 500K training samples to extract important phrases/topics from…

3 min readJun 24, 2022

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KeyPhraseTransformer: Quickly Extract Keyphrases/Topics from Text Documents with T5 Transformer

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Shivanand Roy

Abstractive Summarization with simpleT5⚡️

Build your own state-of-the-art abstractive summarizer with simpleT5⚡️ in just 3 lines of code

4 min readJun 25, 2021

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Abstractive Summarization with simpleT5⚡️

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Shivanand Roy
in
Geek Culture

Top 10 Python Libraries Data Scientists should know | by Shivanand Roy | June 2021

Python community offers zillion of python packages for data science pipeline starting from data cleaning to building deep learning models…

5 min readJun 16, 2021

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Top 10 Python Libraries Data Scientists should know | by Shivanand Roy | June 2021

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Shivanand Roy
in
Geek Culture

simpleT5 — Train T5 Models in Just 3 Lines of Code | by Shivanand Roy | 2021

simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train/fine-tune T5 models.

3 min readJun 2, 2021

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simpleT5 — Train T5 Models in Just 3 Lines of Code | by Shivanand Roy | 2021

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Shivanand Roy

Build a Faster and Accurate Search Engine on Custom Dataset with Transformers🤗 | By Shivanand Roy

In this article, we will build a search engine on a huge corpus of custom dataset with Transformers

9 min readSep 13, 2020

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Build a Faster and Accurate Search Engine on Custom Dataset with Transformers🤗 | By Shivanand Roy

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Shivanand Roy

Fine Tuning XLNet Model for Text Classification in 3 Lines of Code | By Shivanand Roy

In this article, we will take a pretrained XLNet model and fine tune it on our dataset.

5 min readSep 8, 2020

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Fine Tuning XLNet Model for Text Classification in 3 Lines of Code | By Shivanand Roy

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Shivanand Roy

Introducing AdaptNLP: A High-Level Framework For State-Of-The-Art NLP Models

Built on top of Hugging Face’s Transformers🤗 and Flair library — AdaptNLP is the new entrant in NLP research.

4 min readMar 9, 2020

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Introducing AdaptNLP: A High-Level Framework For State-Of-The-Art NLP Models

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Shivanand Roy

Summarizing News Articles with BERT

Google’s mighty BERT and its siblings' transformer architecture models — RoBERTa, XLNet, XLM, DistilBERT, ALBERT, CamemBERT, XLM-RoBERTa…

4 min readMar 4, 2020

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Summarizing News Articles with BERT

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Shivanand Roy

Shivanand Roy

Senior Data Scientist at Ernst & Young | I write about Machine Learning, Deep Learning, Generative AI and LLMs | Living and Writing with Passion and Purpose!

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